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Physical Models of Living Systems

2021-11-14 Science
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Release : 2021-11-14
Genre : Science
Kind : eBook
Book Rating : 243/5 ( reviews)

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Book Synopsis Physical Models of Living Systems by : Philip Nelson

Download or read book Physical Models of Living Systems written by Philip Nelson. This book was released on 2021-11-14. Available in PDF, EPUB and Kindle. Book excerpt: Award-winning prof brings you from first-year classes to the frontiers of systems and synthetic biology, epidemic modeling, and imaging. Physical Models of Living Systems first develops the frameworks needed to understand modern ideas about inference from data, as they relate to biological physics research. Later chapters develop stochastic simulation as a tool to handle more complex systems, and then dynamical systems theory applied to cellular control networks, both natural and synthetic. Along the way, you'll also see the foundations of revolutionary advances in imaging (superresolution and cryo-electron microscopy), along with epidemic modeling, mechanobiology, excitable media, and more. The text also has significant overlap with competencies covered in the MCAT exam. Dozens of problems at all levels, many of them new in this edition, will help you to gain simulation and data visualization skills useful in any branch of quantitative science research.

Physical Models of Living Systems

2014-12-20 Science
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Release : 2014-12-20
Genre : Science
Kind : eBook
Book Rating : 902/5 ( reviews)

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Book Synopsis Physical Models of Living Systems by : Philip Nelson

Download or read book Physical Models of Living Systems written by Philip Nelson. This book was released on 2014-12-20. Available in PDF, EPUB and Kindle. Book excerpt: Written for intermediate-level undergraduates pursuing any science or engineering major, Physical Models of Living Systems helps students develop many of the competencies that form the basis of the new MCAT2015. The only prerequisite is first-year physics. With the more advanced "Track-2" sections at the end of each chapter, the book can be used in graduate-level courses as well.

Models of Life

2014-10-02 Science
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Release : 2014-10-02
Genre : Science
Kind : eBook
Book Rating : 903/5 ( reviews)

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Book Synopsis Models of Life by : Kim Sneppen

Download or read book Models of Life written by Kim Sneppen. This book was released on 2014-10-02. Available in PDF, EPUB and Kindle. Book excerpt: An overview of current models of biological systems, reflecting the major advances that have been made over the past decade.

The Physics of Living Systems

2016-10-08 Science
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Release : 2016-10-08
Genre : Science
Kind : eBook
Book Rating : 472/5 ( reviews)

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Book Synopsis The Physics of Living Systems by : Fabrizio Cleri

Download or read book The Physics of Living Systems written by Fabrizio Cleri. This book was released on 2016-10-08. Available in PDF, EPUB and Kindle. Book excerpt: In this book, physics in its many aspects (thermodynamics, mechanics, electricity, fluid dynamics) is the guiding light on a fascinating journey through biological systems, providing ideas, examples and stimulating reflections for undergraduate physics, chemistry and life-science students, as well as for anyone interested in the frontiers between physics and biology. Rather than introducing a lot of new information, it encourages young students to use their recently acquired knowledge to start seeing the physics behind the biology. As an undergraduate textbook in introductory biophysics, it includes the necessary background and tools, including exercises and appendices, to form a progressive course. In this case, the chapters can be used in the order proposed, possibly split between two semesters. The book is also an absorbing read for researchers in the life sciences who wish to refresh or go deeper into the physics concepts gleaned in their early years of scientific training. Less physics-oriented readers might want to skip the first chapter, as well as all the "gray boxes" containing the more formal developments, and create their own á-la-carte menu of chapters.

A Student's Guide to Python for Physical Modeling

2021-08-03 Science
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Release : 2021-08-03
Genre : Science
Kind : eBook
Book Rating : 661/5 ( reviews)

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Book Synopsis A Student's Guide to Python for Physical Modeling by : Jesse M. Kinder

Download or read book A Student's Guide to Python for Physical Modeling written by Jesse M. Kinder. This book was released on 2021-08-03. Available in PDF, EPUB and Kindle. Book excerpt: A fully updated tutorial on the basics of the Python programming language for science students Python is a computer programming language that has gained popularity throughout the sciences. This fully updated second edition of A Student's Guide to Python for Physical Modeling aims to help you, the student, teach yourself enough of the Python programming language to get started with physical modeling. You will learn how to install an open-source Python programming environment and use it to accomplish many common scientific computing tasks: importing, exporting, and visualizing data; numerical analysis; and simulation. No prior programming experience is assumed. This guide introduces a wide range of useful tools, including: Basic Python programming and scripting Numerical arrays Two- and three-dimensional graphics Animation Monte Carlo simulations Numerical methods, including solving ordinary differential equations Image processing Numerous code samples and exercises—with solutions—illustrate new ideas as they are introduced. This guide also includes supplemental online resources: code samples, data sets, tutorials, and more. This edition includes new material on symbolic calculations with SymPy, an introduction to Python libraries for data science and machine learning (pandas and sklearn), and a primer on Python classes and object-oriented programming. A new appendix also introduces command line tools and version control with Git.

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